Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 16810 |
| Missing cells | 50812 |
| Missing cells (%) | 10.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.8 MiB |
| Average record size in memory | 240.0 B |
Variable types
| Categorical | 7 |
|---|---|
| Numeric | 23 |
date has a high cardinality: 3499 distinct values | High cardinality |
team1 has a high cardinality: 101 distinct values | High cardinality |
team2 has a high cardinality: 108 distinct values | High cardinality |
qb1 has a high cardinality: 625 distinct values | High cardinality |
qb2 has a high cardinality: 642 distinct values | High cardinality |
elo1_pre is highly correlated with elo1_post and 2 other fields | High correlation |
elo2_pre is highly correlated with elo2_post and 2 other fields | High correlation |
elo_prob1 is highly correlated with elo_prob2 and 2 other fields | High correlation |
elo_prob2 is highly correlated with elo_prob1 and 2 other fields | High correlation |
elo1_post is highly correlated with elo1_pre and 2 other fields | High correlation |
elo2_post is highly correlated with elo2_pre and 2 other fields | High correlation |
qbelo1_pre is highly correlated with elo1_pre and 2 other fields | High correlation |
qbelo2_pre is highly correlated with elo2_pre and 2 other fields | High correlation |
qb1_value_pre is highly correlated with qb1_value_post | High correlation |
qb2_value_pre is highly correlated with qb2_value_post | High correlation |
qbelo_prob1 is highly correlated with elo_prob1 and 2 other fields | High correlation |
qbelo_prob2 is highly correlated with elo_prob1 and 2 other fields | High correlation |
qb1_value_post is highly correlated with qb1_value_pre | High correlation |
qb2_value_post is highly correlated with qb2_value_pre | High correlation |
qbelo1_post is highly correlated with elo1_pre and 2 other fields | High correlation |
qbelo2_post is highly correlated with elo2_pre and 2 other fields | High correlation |
neutral is highly correlated with playoff | High correlation |
playoff is highly correlated with neutral | High correlation |
playoff has 16220 (96.5%) missing values | Missing |
qbelo1_pre has 2162 (12.9%) missing values | Missing |
qbelo2_pre has 2162 (12.9%) missing values | Missing |
qb1 has 2162 (12.9%) missing values | Missing |
qb2 has 2162 (12.9%) missing values | Missing |
qb1_value_pre has 2162 (12.9%) missing values | Missing |
qb2_value_pre has 2162 (12.9%) missing values | Missing |
qb1_adj has 2162 (12.9%) missing values | Missing |
qb2_adj has 2162 (12.9%) missing values | Missing |
qbelo_prob1 has 2162 (12.9%) missing values | Missing |
qbelo_prob2 has 2162 (12.9%) missing values | Missing |
qb1_game_value has 2162 (12.9%) missing values | Missing |
qb2_game_value has 2162 (12.9%) missing values | Missing |
qb1_value_post has 2162 (12.9%) missing values | Missing |
qb2_value_post has 2162 (12.9%) missing values | Missing |
qbelo1_post has 2162 (12.9%) missing values | Missing |
qbelo2_post has 2162 (12.9%) missing values | Missing |
score1 has 552 (3.3%) zeros | Zeros |
score2 has 967 (5.8%) zeros | Zeros |
Reproduction
| Analysis started | 2021-04-16 01:44:39.340967 |
|---|---|
| Analysis finished | 2021-04-16 01:45:36.821951 |
| Duration | 57.48 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
| Distinct | 3499 |
|---|---|
| Distinct (%) | 20.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 131.5 KiB |
| 2012-01-01 | 16 |
|---|---|
| 2008-12-28 | 16 |
| 2016-01-03 | 16 |
| 2018-12-30 | 16 |
| 2017-12-31 | 16 |
| Other values (3494) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 168100 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1522 ? |
|---|---|
| Unique (%) | 9.1% |
Sample
| 1st row | 1920-09-26 |
|---|---|
| 2nd row | 1920-10-03 |
| 3rd row | 1920-10-03 |
| 4th row | 1920-10-03 |
| 5th row | 1920-10-03 |
| Value | Count | Frequency (%) |
| 2012-01-01 | 16 | 0.1% |
| 2008-12-28 | 16 | 0.1% |
| 2016-01-03 | 16 | 0.1% |
| 2018-12-30 | 16 | 0.1% |
| 2017-12-31 | 16 | 0.1% |
| 2013-12-29 | 16 | 0.1% |
| 2017-01-01 | 16 | 0.1% |
| 2010-01-03 | 16 | 0.1% |
| 2005-01-02 | 16 | 0.1% |
| 2012-12-30 | 16 | 0.1% |
| Other values (3489) | 16650 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2012-01-01 | 16 | 0.1% |
| 2008-12-28 | 16 | 0.1% |
| 2016-01-03 | 16 | 0.1% |
| 2018-12-30 | 16 | 0.1% |
| 2017-12-31 | 16 | 0.1% |
| 2013-12-29 | 16 | 0.1% |
| 2017-01-01 | 16 | 0.1% |
| 2010-01-03 | 16 | 0.1% |
| 2005-01-02 | 16 | 0.1% |
| 2012-12-30 | 16 | 0.1% |
| Other values (3489) | 16650 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 41245 | |
| - | 33620 | |
| 0 | 25162 | |
| 9 | 20187 | |
| 2 | 19127 | |
| 8 | 5666 | 3.4% |
| 7 | 5395 | 3.2% |
| 6 | 5058 | 3.0% |
| 3 | 4644 | 2.8% |
| 4 | 4061 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 134480 | |
| Dash Punctuation | 33620 | 20.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 41245 | |
| 0 | 25162 | |
| 9 | 20187 | |
| 2 | 19127 | |
| 8 | 5666 | 4.2% |
| 7 | 5395 | 4.0% |
| 6 | 5058 | 3.8% |
| 3 | 4644 | 3.5% |
| 4 | 4061 | 3.0% |
| 5 | 3935 | 2.9% |
| Value | Count | Frequency (%) |
| - | 33620 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 168100 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 1 | 41245 | |
| - | 33620 | |
| 0 | 25162 | |
| 9 | 20187 | |
| 2 | 19127 | |
| 8 | 5666 | 3.4% |
| 7 | 5395 | 3.2% |
| 6 | 5058 | 3.0% |
| 3 | 4644 | 2.8% |
| 4 | 4061 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 168100 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 41245 | |
| - | 33620 | |
| 0 | 25162 | |
| 9 | 20187 | |
| 2 | 19127 | |
| 8 | 5666 | 3.4% |
| 7 | 5395 | 3.2% |
| 6 | 5058 | 3.0% |
| 3 | 4644 | 2.8% |
| 4 | 4061 | 2.4% |
season
Real number (ℝ≥0)
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1983.619393 |
|---|---|
| Minimum | 1920 |
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 1920 |
|---|---|
| 5-th percentile | 1930 |
| Q1 | 1968 |
| median | 1988 |
| Q3 | 2005 |
| 95-th percentile | 2017 |
| Maximum | 2020 |
| Range | 100 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 25.87218417 |
|---|---|
| Coefficient of variation (CV) | 0.01304291754 |
| Kurtosis | -0.37265495 |
| Mean | 1983.619393 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.6635571224 |
| Sum | 33344642 |
| Variance | 669.3699136 |
| Monotocity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2020 | 269 | 1.6% |
| 2015 | 267 | 1.6% |
| 2012 | 267 | 1.6% |
| 2007 | 267 | 1.6% |
| 2005 | 267 | 1.6% |
| 2008 | 267 | 1.6% |
| 2004 | 267 | 1.6% |
| 2009 | 267 | 1.6% |
| 2019 | 267 | 1.6% |
| 2003 | 267 | 1.6% |
| Other values (91) | 14138 |
| Value | Count | Frequency (%) |
| 1920 | 90 | |
| 1921 | 66 | |
| 1922 | 74 | |
| 1923 | 88 | |
| 1924 | 80 |
| Value | Count | Frequency (%) |
| 2020 | 269 | |
| 2019 | 267 | |
| 2018 | 267 | |
| 2017 | 267 | |
| 2016 | 267 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 131.5 KiB |
| 0 | |
|---|---|
| 1 | 92 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 16810 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 16718 | |
| 1 | 92 | 0.5% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 16718 | |
| 1 | 92 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 16718 | |
| 1 | 92 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 16810 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 16718 | |
| 1 | 92 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 16810 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 16718 | |
| 1 | 92 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16810 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 16718 | |
| 1 | 92 | 0.5% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 16220 |
| Missing (%) | 96.5% |
| Memory size | 131.5 KiB |
| d | |
|---|---|
| w | |
| c | |
| s |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 590 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | c |
|---|---|
| 2nd row | c |
| 3rd row | c |
| 4th row | c |
| 5th row | c |
| Value | Count | Frequency (%) |
| d | 226 | 1.3% |
| w | 156 | 0.9% |
| c | 153 | 0.9% |
| s | 55 | 0.3% |
| (Missing) | 16220 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| d | 226 | |
| w | 156 | |
| c | 153 | |
| s | 55 | 9.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 226 | |
| w | 156 | |
| c | 153 | |
| s | 55 | 9.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 590 |
Most frequent character per category
| Value | Count | Frequency (%) |
| d | 226 | |
| w | 156 | |
| c | 153 | |
| s | 55 | 9.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 590 |
Most frequent character per script
| Value | Count | Frequency (%) |
| d | 226 | |
| w | 156 | |
| c | 153 | |
| s | 55 | 9.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 590 |
Most frequent character per block
| Value | Count | Frequency (%) |
| d | 226 | |
| w | 156 | |
| c | 153 | |
| s | 55 | 9.3% |
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 131.5 KiB |
| CHI | 752 |
|---|---|
| NYG | 725 |
| GB | 724 |
| ARI | 680 |
| DET | 659 |
| Other values (96) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.816537775 |
| Min length | 2 |
Characters and Unicode
| Total characters | 47346 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 17 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | RII |
|---|---|
| 2nd row | CBD |
| 3rd row | CHI |
| 4th row | RII |
| 5th row | DAY |
| Value | Count | Frequency (%) |
| CHI | 752 | 4.5% |
| NYG | 725 | 4.3% |
| GB | 724 | 4.3% |
| ARI | 680 | 4.0% |
| DET | 659 | 3.9% |
| WSH | 658 | 3.9% |
| PIT | 648 | 3.9% |
| PHI | 642 | 3.8% |
| LAR | 609 | 3.6% |
| SF | 590 | 3.5% |
| Other values (91) | 10123 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| chi | 752 | 4.5% |
| nyg | 725 | 4.3% |
| gb | 724 | 4.3% |
| ari | 680 | 4.0% |
| det | 659 | 3.9% |
| wsh | 658 | 3.9% |
| pit | 648 | 3.9% |
| phi | 642 | 3.8% |
| lar | 609 | 3.6% |
| sf | 590 | 3.5% |
| Other values (91) | 10123 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 4898 | 10.3% |
| I | 4749 | 10.0% |
| N | 4731 | 10.0% |
| C | 3092 | 6.5% |
| E | 3067 | 6.5% |
| L | 2910 | 6.1% |
| T | 2679 | 5.7% |
| D | 2334 | 4.9% |
| H | 2249 | 4.8% |
| B | 2159 | 4.6% |
| Other values (16) | 14478 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 47345 | |
| Decimal Number | 1 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| A | 4898 | 10.3% |
| I | 4749 | 10.0% |
| N | 4731 | 10.0% |
| C | 3092 | 6.5% |
| E | 3067 | 6.5% |
| L | 2910 | 6.1% |
| T | 2679 | 5.7% |
| D | 2334 | 4.9% |
| H | 2249 | 4.8% |
| B | 2159 | 4.6% |
| Other values (15) | 14477 |
| Value | Count | Frequency (%) |
| 1 | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 47345 | |
| Common | 1 | < 0.1% |
Most frequent character per script
| Value | Count | Frequency (%) |
| A | 4898 | 10.3% |
| I | 4749 | 10.0% |
| N | 4731 | 10.0% |
| C | 3092 | 6.5% |
| E | 3067 | 6.5% |
| L | 2910 | 6.1% |
| T | 2679 | 5.7% |
| D | 2334 | 4.9% |
| H | 2249 | 4.8% |
| B | 2159 | 4.6% |
| Other values (15) | 14477 |
| Value | Count | Frequency (%) |
| 1 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 47346 |
Most frequent character per block
| Value | Count | Frequency (%) |
| A | 4898 | 10.3% |
| I | 4749 | 10.0% |
| N | 4731 | 10.0% |
| C | 3092 | 6.5% |
| E | 3067 | 6.5% |
| L | 2910 | 6.1% |
| T | 2679 | 5.7% |
| D | 2334 | 4.9% |
| H | 2249 | 4.8% |
| B | 2159 | 4.6% |
| Other values (16) | 14478 |
| Distinct | 108 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 131.5 KiB |
| GB | 720 |
|---|---|
| ARI | 704 |
| CHI | 703 |
| NYG | 677 |
| DET | 642 |
| Other values (103) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.817965497 |
| Min length | 2 |
Characters and Unicode
| Total characters | 47370 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 17 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | STP |
|---|---|
| 2nd row | PTQ |
| 3rd row | MUT |
| 4th row | MUN |
| 5th row | COL |
| Value | Count | Frequency (%) |
| GB | 720 | 4.3% |
| ARI | 704 | 4.2% |
| CHI | 703 | 4.2% |
| NYG | 677 | 4.0% |
| DET | 642 | 3.8% |
| WSH | 635 | 3.8% |
| PIT | 634 | 3.8% |
| PHI | 630 | 3.7% |
| LAR | 623 | 3.7% |
| SF | 569 | 3.4% |
| Other values (98) | 10273 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| gb | 720 | 4.3% |
| ari | 704 | 4.2% |
| chi | 703 | 4.2% |
| nyg | 677 | 4.0% |
| det | 642 | 3.8% |
| wsh | 635 | 3.8% |
| pit | 634 | 3.8% |
| phi | 630 | 3.7% |
| lar | 623 | 3.7% |
| sf | 569 | 3.4% |
| Other values (98) | 10273 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 5052 | 10.7% |
| N | 4717 | 10.0% |
| I | 4680 | 9.9% |
| C | 3115 | 6.6% |
| E | 3043 | 6.4% |
| L | 3018 | 6.4% |
| T | 2654 | 5.6% |
| D | 2356 | 5.0% |
| H | 2194 | 4.6% |
| B | 2148 | 4.5% |
| Other values (16) | 14393 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 47369 | |
| Decimal Number | 1 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| A | 5052 | 10.7% |
| N | 4717 | 10.0% |
| I | 4680 | 9.9% |
| C | 3115 | 6.6% |
| E | 3043 | 6.4% |
| L | 3018 | 6.4% |
| T | 2654 | 5.6% |
| D | 2356 | 5.0% |
| H | 2194 | 4.6% |
| B | 2148 | 4.5% |
| Other values (15) | 14392 |
| Value | Count | Frequency (%) |
| 1 | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 47369 | |
| Common | 1 | < 0.1% |
Most frequent character per script
| Value | Count | Frequency (%) |
| A | 5052 | 10.7% |
| N | 4717 | 10.0% |
| I | 4680 | 9.9% |
| C | 3115 | 6.6% |
| E | 3043 | 6.4% |
| L | 3018 | 6.4% |
| T | 2654 | 5.6% |
| D | 2356 | 5.0% |
| H | 2194 | 4.6% |
| B | 2148 | 4.5% |
| Other values (15) | 14392 |
| Value | Count | Frequency (%) |
| 1 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 47370 |
Most frequent character per block
| Value | Count | Frequency (%) |
| A | 5052 | 10.7% |
| N | 4717 | 10.0% |
| I | 4680 | 9.9% |
| C | 3115 | 6.6% |
| E | 3043 | 6.4% |
| L | 3018 | 6.4% |
| T | 2654 | 5.6% |
| D | 2356 | 5.0% |
| H | 2194 | 4.6% |
| B | 2148 | 4.5% |
| Other values (16) | 14393 |
| Distinct | 16462 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1502.818325 |
|---|---|
| Minimum | 1119.595 |
| Maximum | 1839.663 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 1119.595 |
|---|---|
| 5-th percentile | 1327.8175 |
| Q1 | 1429.490394 |
| median | 1504.603 |
| Q3 | 1578.372582 |
| 95-th percentile | 1672.105309 |
| Maximum | 1839.663 |
| Range | 720.068 |
| Interquartile range (IQR) | 148.882188 |
Descriptive statistics
| Standard deviation | 105.0422755 |
|---|---|
| Coefficient of variation (CV) | 0.06989685561 |
| Kurtosis | -0.3502584782 |
| Mean | 1502.818325 |
| Median Absolute Deviation (MAD) | 74.3525 |
| Skewness | -0.09101007731 |
| Sum | 25262376.05 |
| Variance | 11033.87964 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1300 | 46 | 0.3% |
| 1368.333 | 3 | < 0.1% |
| 1473.98 | 3 | < 0.1% |
| 1413.889 | 3 | < 0.1% |
| 1569.545 | 2 | < 0.1% |
| 1383.717 | 2 | < 0.1% |
| 1577.93 | 2 | < 0.1% |
| 1393.459 | 2 | < 0.1% |
| 1522.743 | 2 | < 0.1% |
| 1512.201 | 2 | < 0.1% |
| Other values (16452) | 16743 |
| Value | Count | Frequency (%) |
| 1119.595 | 1 | |
| 1136.995 | 1 | |
| 1147.317 | 1 | |
| 1150.087 | 1 | |
| 1153.902 | 1 |
| Value | Count | Frequency (%) |
| 1839.663 | 1 | |
| 1831.462 | 1 | |
| 1824.224 | 1 | |
| 1821.815 | 1 | |
| 1810.502 | 1 |
| Distinct | 16449 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1499.215536 |
|---|---|
| Minimum | 1156.551 |
| Maximum | 1849.484 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 1156.551 |
|---|---|
| 5-th percentile | 1323.443493 |
| Q1 | 1426.062 |
| median | 1500.7065 |
| Q3 | 1576.15875 |
| 95-th percentile | 1667.133823 |
| Maximum | 1849.484 |
| Range | 692.933 |
| Interquartile range (IQR) | 150.09675 |
Descriptive statistics
| Standard deviation | 104.455655 |
|---|---|
| Coefficient of variation (CV) | 0.06967354087 |
| Kurtosis | -0.3978377632 |
| Mean | 1499.215536 |
| Median Absolute Deviation (MAD) | 74.985 |
| Skewness | -0.09526302666 |
| Sum | 25201813.17 |
| Variance | 10910.98385 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1300 | 46 | 0.3% |
| 1509.213 | 3 | < 0.1% |
| 1552.369 | 3 | < 0.1% |
| 1529.741 | 3 | < 0.1% |
| 1488.023 | 3 | < 0.1% |
| 1455.032 | 3 | < 0.1% |
| 1466.554 | 3 | < 0.1% |
| 1523.125 | 3 | < 0.1% |
| 1596.419 | 2 | < 0.1% |
| 1553.775 | 2 | < 0.1% |
| Other values (16439) | 16739 |
| Value | Count | Frequency (%) |
| 1156.551 | 1 | |
| 1165.716 | 1 | |
| 1166.933 | 1 | |
| 1169.344 | 1 | |
| 1172.916 | 1 |
| Value | Count | Frequency (%) |
| 1849.484 | 1 | |
| 1825.961 | 1 | |
| 1809.439 | 1 | |
| 1806.346 | 1 | |
| 1804.324 | 1 |
| Distinct | 16661 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5848954648 |
|---|---|
| Minimum | 0.0709532918 |
| Maximum | 0.9705164087 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 0.0709532918 |
|---|---|
| 5-th percentile | 0.2753582581 |
| Q1 | 0.4609668533 |
| median | 0.5966977469 |
| Q3 | 0.7196470275 |
| 95-th percentile | 0.8502683046 |
| Maximum | 0.9705164087 |
| Range | 0.8995631169 |
| Interquartile range (IQR) | 0.2586801742 |
Descriptive statistics
| Standard deviation | 0.175217634 |
|---|---|
| Coefficient of variation (CV) | 0.2995708542 |
| Kurtosis | -0.6328963156 |
| Mean | 0.5848954648 |
| Median Absolute Deviation (MAD) | 0.1291537543 |
| Skewness | -0.2763349206 |
| Sum | 9832.092763 |
| Variance | 0.03070121927 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.5924662306 | 7 | < 0.1% |
| 0.8380675068 | 2 | < 0.1% |
| 0.6585724514 | 2 | < 0.1% |
| 0.5886580027 | 2 | < 0.1% |
| 0.4060765846 | 2 | < 0.1% |
| 0.670898775 | 2 | < 0.1% |
| 0.7555954299 | 2 | < 0.1% |
| 0.6863423931 | 2 | < 0.1% |
| 0.8349857138 | 2 | < 0.1% |
| 0.7617230227 | 2 | < 0.1% |
| Other values (16651) | 16785 |
| Value | Count | Frequency (%) |
| 0.0709532918 | 1 | |
| 0.07404012884 | 1 | |
| 0.08764807694 | 1 | |
| 0.1037496924 | 1 | |
| 0.1059191077 | 1 |
| Value | Count | Frequency (%) |
| 0.9705164087 | 1 | |
| 0.9645780571 | 1 | |
| 0.9621425027 | 1 | |
| 0.9567554917 | 1 | |
| 0.9565612056 | 1 |
| Distinct | 16661 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4151045352 |
|---|---|
| Minimum | 0.02948359131 |
| Maximum | 0.9290467082 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 0.02948359131 |
|---|---|
| 5-th percentile | 0.1497316954 |
| Q1 | 0.2803529725 |
| median | 0.4033022531 |
| Q3 | 0.5390331467 |
| 95-th percentile | 0.7246417419 |
| Maximum | 0.9290467082 |
| Range | 0.8995631169 |
| Interquartile range (IQR) | 0.2586801742 |
Descriptive statistics
| Standard deviation | 0.175217634 |
|---|---|
| Coefficient of variation (CV) | 0.4221048414 |
| Kurtosis | -0.6328963156 |
| Mean | 0.4151045352 |
| Median Absolute Deviation (MAD) | 0.1291537543 |
| Skewness | 0.2763349206 |
| Sum | 6977.907237 |
| Variance | 0.03070121927 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.4075337694 | 7 | < 0.1% |
| 0.2168023071 | 2 | < 0.1% |
| 0.4135907473 | 2 | < 0.1% |
| 0.1757879027 | 2 | < 0.1% |
| 0.3396926404 | 2 | < 0.1% |
| 0.2220434003 | 2 | < 0.1% |
| 0.1650142862 | 2 | < 0.1% |
| 0.7122183214 | 2 | < 0.1% |
| 0.4730427461 | 2 | < 0.1% |
| 0.54261507 | 2 | < 0.1% |
| Other values (16651) | 16785 |
| Value | Count | Frequency (%) |
| 0.02948359131 | 1 | |
| 0.03542194285 | 1 | |
| 0.0378574973 | 1 | |
| 0.04324450833 | 1 | |
| 0.04343879442 | 1 |
| Value | Count | Frequency (%) |
| 0.9290467082 | 1 | |
| 0.9259598712 | 1 | |
| 0.9123519231 | 1 | |
| 0.8962503076 | 1 | |
| 0.8940808923 | 1 |
| Distinct | 16495 |
|---|---|
| Distinct (%) | 98.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1502.581784 |
|---|---|
| Minimum | 1119.595 |
| Maximum | 1849.484 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 1119.595 |
|---|---|
| 5-th percentile | 1323.4869 |
| Q1 | 1427.0375 |
| median | 1504.4145 |
| Q3 | 1580.8905 |
| 95-th percentile | 1675.19575 |
| Maximum | 1849.484 |
| Range | 729.889 |
| Interquartile range (IQR) | 153.853 |
Descriptive statistics
| Standard deviation | 107.6117241 |
|---|---|
| Coefficient of variation (CV) | 0.07161788146 |
| Kurtosis | -0.3754598783 |
| Mean | 1502.581784 |
| Median Absolute Deviation (MAD) | 76.905 |
| Skewness | -0.09235527703 |
| Sum | 25258399.79 |
| Variance | 11580.28316 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1422.721 | 3 | < 0.1% |
| 1480.412 | 3 | < 0.1% |
| 1488.023 | 3 | < 0.1% |
| 1466.554 | 3 | < 0.1% |
| 1670.567 | 2 | < 0.1% |
| 1534.185 | 2 | < 0.1% |
| 1691.489 | 2 | < 0.1% |
| 1464.131 | 2 | < 0.1% |
| 1596.181 | 2 | < 0.1% |
| 1373.803 | 2 | < 0.1% |
| Other values (16485) | 16786 |
| Value | Count | Frequency (%) |
| 1119.595 | 1 | |
| 1136.995 | 1 | |
| 1139.972 | 1 | |
| 1145.067 | 1 | |
| 1147.317 | 1 |
| Value | Count | Frequency (%) |
| 1849.484 | 1 | |
| 1839.663 | 1 | |
| 1825.961 | 1 | |
| 1824.224 | 1 | |
| 1821.815 | 1 |
| Distinct | 16552 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1499.452079 |
|---|---|
| Minimum | 1153.902 |
| Maximum | 1831.462 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 1153.902 |
|---|---|
| 5-th percentile | 1320.376758 |
| Q1 | 1424.364 |
| median | 1500.787 |
| Q3 | 1577.14975 |
| 95-th percentile | 1670.0828 |
| Maximum | 1831.462 |
| Range | 677.56 |
| Interquartile range (IQR) | 152.78575 |
Descriptive statistics
| Standard deviation | 106.6445704 |
|---|---|
| Coefficient of variation (CV) | 0.07112235986 |
| Kurtosis | -0.399280129 |
| Mean | 1499.452079 |
| Median Absolute Deviation (MAD) | 76.392 |
| Skewness | -0.09220824329 |
| Sum | 25205789.45 |
| Variance | 11373.06439 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1427.462 | 3 | < 0.1% |
| 1500.787 | 3 | < 0.1% |
| 1479.362 | 3 | < 0.1% |
| 1510.41 | 3 | < 0.1% |
| 1442.082 | 2 | < 0.1% |
| 1496.642 | 2 | < 0.1% |
| 1670.285 | 2 | < 0.1% |
| 1624.899 | 2 | < 0.1% |
| 1728.216 | 2 | < 0.1% |
| 1530.062 | 2 | < 0.1% |
| Other values (16542) | 16786 |
| Value | Count | Frequency (%) |
| 1153.902 | 1 | |
| 1156.551 | 1 | |
| 1163.613 | 1 | |
| 1165.716 | 1 | |
| 1166.615 | 1 |
| Value | Count | Frequency (%) |
| 1831.462 | 1 | |
| 1824.295 | 1 | |
| 1816.506 | 1 | |
| 1810.502 | 1 | |
| 1809.439 | 1 |
| Distinct | 14636 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1504.129467 |
|---|---|
| Minimum | 1149.699743 |
| Maximum | 1806.39016 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 1149.699743 |
|---|---|
| 5-th percentile | 1336.72413 |
| Q1 | 1433.940308 |
| median | 1505.720834 |
| Q3 | 1574.571897 |
| 95-th percentile | 1667.632741 |
| Maximum | 1806.39016 |
| Range | 656.6904168 |
| Interquartile range (IQR) | 140.6315887 |
Descriptive statistics
| Standard deviation | 100.1581641 |
|---|---|
| Coefficient of variation (CV) | 0.06658879191 |
| Kurtosis | -0.3570398292 |
| Mean | 1504.129467 |
| Median Absolute Deviation (MAD) | 70.377696 |
| Skewness | -0.06508133542 |
| Sum | 22032488.43 |
| Variance | 10031.65783 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1300 | 13 | 0.1% |
| 1568.710428 | 1 | < 0.1% |
| 1476.266139 | 1 | < 0.1% |
| 1331.685993 | 1 | < 0.1% |
| 1346.938779 | 1 | < 0.1% |
| 1425.039624 | 1 | < 0.1% |
| 1560.674318 | 1 | < 0.1% |
| 1455.407653 | 1 | < 0.1% |
| 1327.149529 | 1 | < 0.1% |
| 1598.001429 | 1 | < 0.1% |
| Other values (14626) | 14626 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| 1149.699743 | 1 | |
| 1171.971131 | 1 | |
| 1172.761385 | 1 | |
| 1178.619045 | 1 | |
| 1181.14977 | 1 |
| Value | Count | Frequency (%) |
| 1806.39016 | 1 | |
| 1800.256592 | 1 | |
| 1793.913721 | 1 | |
| 1792.062223 | 1 | |
| 1789.874163 | 1 |
| Distinct | 14642 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1502.829102 |
|---|---|
| Minimum | 1152.474651 |
| Maximum | 1814.366226 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 1152.474651 |
|---|---|
| 5-th percentile | 1336.829078 |
| Q1 | 1434.31213 |
| median | 1504.449776 |
| Q3 | 1574.782379 |
| 95-th percentile | 1660.70084 |
| Maximum | 1814.366226 |
| Range | 661.8915753 |
| Interquartile range (IQR) | 140.4702492 |
Descriptive statistics
| Standard deviation | 98.90252947 |
|---|---|
| Coefficient of variation (CV) | 0.06581089583 |
| Kurtosis | -0.3430604991 |
| Mean | 1502.829102 |
| Median Absolute Deviation (MAD) | 70.23489652 |
| Skewness | -0.1137080777 |
| Sum | 22013440.68 |
| Variance | 9781.710336 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1300 | 7 | < 0.1% |
| 1399.081309 | 1 | < 0.1% |
| 1609.887539 | 1 | < 0.1% |
| 1360.054559 | 1 | < 0.1% |
| 1582.938479 | 1 | < 0.1% |
| 1563.510165 | 1 | < 0.1% |
| 1516.931111 | 1 | < 0.1% |
| 1595.203986 | 1 | < 0.1% |
| 1427.569707 | 1 | < 0.1% |
| 1499.179336 | 1 | < 0.1% |
| Other values (14632) | 14632 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| 1152.474651 | 1 | |
| 1162.565068 | 1 | |
| 1164.327676 | 1 | |
| 1165.281244 | 1 | |
| 1183.606181 | 1 |
| Value | Count | Frequency (%) |
| 1814.366226 | 1 | |
| 1798.835806 | 1 | |
| 1795.514049 | 1 | |
| 1789.559906 | 1 | |
| 1783.219349 | 1 |
| Distinct | 625 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Memory size | 131.5 KiB |
| Tom Brady | 179 |
|---|---|
| Brett Favre | 162 |
| Drew Brees | 154 |
| Peyton Manning | 151 |
| John Elway | 130 |
| Other values (620) |
Length
| Max length | 18 |
|---|---|
| Median length | 12 |
| Mean length | 11.93323321 |
| Min length | 7 |
Characters and Unicode
| Total characters | 174798 |
|---|---|
| Distinct characters | 53 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 85 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | Tommy Thompson |
|---|---|
| 2nd row | Norm Van Brocklin |
| 3rd row | Joe Gasparella |
| 4th row | Adrian Burk |
| 5th row | Tobin Rote |
| Value | Count | Frequency (%) |
| Tom Brady | 179 | 1.1% |
| Brett Favre | 162 | 1.0% |
| Drew Brees | 154 | 0.9% |
| Peyton Manning | 151 | 0.9% |
| John Elway | 130 | 0.8% |
| Dan Marino | 130 | 0.8% |
| Ben Roethlisberger | 129 | 0.8% |
| Eli Manning | 126 | 0.7% |
| Fran Tarkenton | 126 | 0.7% |
| Philip Rivers | 125 | 0.7% |
| Other values (615) | 13236 | |
| (Missing) | 2162 | 12.9% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| jim | 578 | 2.0% |
| steve | 570 | 1.9% |
| joe | 517 | 1.8% |
| john | 366 | 1.2% |
| manning | 347 | 1.2% |
| matt | 332 | 1.1% |
| ryan | 317 | 1.1% |
| dan | 298 | 1.0% |
| drew | 272 | 0.9% |
| tom | 255 | 0.9% |
| Other values (804) | 25545 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 16296 | 9.3% |
| 14749 | 8.4% | |
| n | 13427 | 7.7% |
| a | 13244 | 7.6% |
| r | 12920 | 7.4% |
| o | 11008 | 6.3% |
| i | 9264 | 5.3% |
| l | 7430 | 4.3% |
| t | 7120 | 4.1% |
| s | 5561 | 3.2% |
| Other values (43) | 63779 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 129521 | |
| Uppercase Letter | 30159 | 17.3% |
| Space Separator | 14749 | 8.4% |
| Other Punctuation | 369 | 0.2% |
Most frequent character per category
| Value | Count | Frequency (%) |
| B | 3467 | |
| J | 3197 | 10.6% |
| M | 2850 | 9.4% |
| D | 2281 | 7.6% |
| S | 2014 | 6.7% |
| T | 1925 | 6.4% |
| C | 1805 | 6.0% |
| R | 1796 | 6.0% |
| K | 1429 | 4.7% |
| G | 1219 | 4.0% |
| Other values (15) | 8176 |
| Value | Count | Frequency (%) |
| e | 16296 | |
| n | 13427 | |
| a | 13244 | |
| r | 12920 | |
| o | 11008 | 8.5% |
| i | 9264 | 7.2% |
| l | 7430 | 5.7% |
| t | 7120 | 5.5% |
| s | 5561 | 4.3% |
| y | 3884 | 3.0% |
| Other values (15) | 29367 |
| Value | Count | Frequency (%) |
| . | 241 | |
| ' | 128 |
| Value | Count | Frequency (%) |
| 14749 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 159680 | |
| Common | 15118 | 8.6% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 16296 | 10.2% |
| n | 13427 | 8.4% |
| a | 13244 | 8.3% |
| r | 12920 | 8.1% |
| o | 11008 | 6.9% |
| i | 9264 | 5.8% |
| l | 7430 | 4.7% |
| t | 7120 | 4.5% |
| s | 5561 | 3.5% |
| y | 3884 | 2.4% |
| Other values (40) | 59526 |
| Value | Count | Frequency (%) |
| 14749 | ||
| . | 241 | 1.6% |
| ' | 128 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 174798 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 16296 | 9.3% |
| 14749 | 8.4% | |
| n | 13427 | 7.7% |
| a | 13244 | 7.6% |
| r | 12920 | 7.4% |
| o | 11008 | 6.3% |
| i | 9264 | 5.3% |
| l | 7430 | 4.3% |
| t | 7120 | 4.1% |
| s | 5561 | 3.2% |
| Other values (43) | 63779 |
| Distinct | 642 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Memory size | 131.5 KiB |
| Tom Brady | 165 |
|---|---|
| Brett Favre | 160 |
| Drew Brees | 150 |
| Peyton Manning | 141 |
| Dan Marino | 128 |
| Other values (637) |
Length
| Max length | 18 |
|---|---|
| Median length | 12 |
| Mean length | 11.94074276 |
| Min length | 7 |
Characters and Unicode
| Total characters | 174908 |
|---|---|
| Distinct characters | 54 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 85 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | Otto Graham |
|---|---|
| 2nd row | Johnny Lujack |
| 3rd row | Charlie Conerly |
| 4th row | Sammy Baugh |
| 5th row | Bobby Layne |
| Value | Count | Frequency (%) |
| Tom Brady | 165 | 1.0% |
| Brett Favre | 160 | 1.0% |
| Drew Brees | 150 | 0.9% |
| Peyton Manning | 141 | 0.8% |
| Dan Marino | 128 | 0.8% |
| Philip Rivers | 127 | 0.8% |
| Ben Roethlisberger | 124 | 0.7% |
| Fran Tarkenton | 124 | 0.7% |
| John Elway | 122 | 0.7% |
| Eli Manning | 120 | 0.7% |
| Other values (632) | 13287 | |
| (Missing) | 2162 | 12.9% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| steve | 590 | 2.0% |
| jim | 586 | 2.0% |
| joe | 504 | 1.7% |
| john | 360 | 1.2% |
| matt | 347 | 1.2% |
| manning | 330 | 1.1% |
| ryan | 313 | 1.1% |
| dan | 289 | 1.0% |
| drew | 267 | 0.9% |
| jeff | 265 | 0.9% |
| Other values (821) | 25545 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 16443 | 9.4% |
| 14748 | 8.4% | |
| n | 13261 | 7.6% |
| a | 13195 | 7.5% |
| r | 12932 | 7.4% |
| o | 11024 | 6.3% |
| i | 9225 | 5.3% |
| l | 7557 | 4.3% |
| t | 7140 | 4.1% |
| s | 5622 | 3.2% |
| Other values (44) | 63761 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 129652 | |
| Uppercase Letter | 30143 | 17.2% |
| Space Separator | 14748 | 8.4% |
| Other Punctuation | 365 | 0.2% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 16443 | |
| n | 13261 | |
| a | 13195 | |
| r | 12932 | |
| o | 11024 | 8.5% |
| i | 9225 | 7.1% |
| l | 7557 | 5.8% |
| t | 7140 | 5.5% |
| s | 5622 | 4.3% |
| y | 3848 | 3.0% |
| Other values (16) | 29405 |
| Value | Count | Frequency (%) |
| B | 3476 | |
| J | 3181 | 10.6% |
| M | 2860 | 9.5% |
| D | 2252 | 7.5% |
| S | 2047 | 6.8% |
| T | 1860 | 6.2% |
| C | 1838 | 6.1% |
| R | 1776 | 5.9% |
| K | 1442 | 4.8% |
| G | 1242 | 4.1% |
| Other values (15) | 8169 |
| Value | Count | Frequency (%) |
| . | 244 | |
| ' | 121 |
| Value | Count | Frequency (%) |
| 14748 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 159795 | |
| Common | 15113 | 8.6% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 16443 | 10.3% |
| n | 13261 | 8.3% |
| a | 13195 | 8.3% |
| r | 12932 | 8.1% |
| o | 11024 | 6.9% |
| i | 9225 | 5.8% |
| l | 7557 | 4.7% |
| t | 7140 | 4.5% |
| s | 5622 | 3.5% |
| y | 3848 | 2.4% |
| Other values (41) | 59548 |
| Value | Count | Frequency (%) |
| 14748 | ||
| . | 244 | 1.6% |
| ' | 121 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 174908 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 16443 | 9.4% |
| 14748 | 8.4% | |
| n | 13261 | 7.6% |
| a | 13195 | 7.5% |
| r | 12932 | 7.4% |
| o | 11024 | 6.3% |
| i | 9225 | 5.3% |
| l | 7557 | 4.3% |
| t | 7140 | 4.1% |
| s | 5622 | 3.2% |
| Other values (44) | 63761 |
| Distinct | 14484 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.77925616 |
|---|---|
| Minimum | -53.77891723 |
| Maximum | 329.5627157 |
| Zeros | 143 |
| Zeros (%) | 0.9% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | -53.77891723 |
|---|---|
| 5-th percentile | 8.521930517 |
| Q1 | 53.15128642 |
| median | 89.3158015 |
| Q3 | 130.3377177 |
| 95-th percentile | 199.1002613 |
| Maximum | 329.5627157 |
| Range | 383.341633 |
| Interquartile range (IQR) | 77.18643125 |
Descriptive statistics
| Standard deviation | 57.44808111 |
|---|---|
| Coefficient of variation (CV) | 0.6061250472 |
| Kurtosis | 0.1750762959 |
| Mean | 94.77925616 |
| Median Absolute Deviation (MAD) | 38.12342702 |
| Skewness | 0.5372502959 |
| Sum | 1388326.544 |
| Variance | 3300.282023 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 143 | 0.9% |
| 112.90158 | 7 | < 0.1% |
| 103.37976 | 4 | < 0.1% |
| 66.19932 | 2 | < 0.1% |
| 18.53840057 | 2 | < 0.1% |
| 111.99474 | 2 | < 0.1% |
| 16.32312 | 2 | < 0.1% |
| 32.64624 | 2 | < 0.1% |
| 98.84556 | 2 | < 0.1% |
| 39.38276571 | 2 | < 0.1% |
| Other values (14474) | 14480 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| -53.77891723 | 1 | |
| -46.72090776 | 1 | |
| -46.32953303 | 1 | |
| -44.9854437 | 1 | |
| -44.03228579 | 1 |
| Value | Count | Frequency (%) |
| 329.5627157 | 1 | |
| 317.472758 | 1 | |
| 313.8283835 | 1 | |
| 308.762381 | 1 | |
| 306.8441324 | 1 |
| Distinct | 14508 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.76545474 |
|---|---|
| Minimum | -47.28686682 |
| Maximum | 327.7165449 |
| Zeros | 127 |
| Zeros (%) | 0.8% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | -47.28686682 |
|---|---|
| 5-th percentile | 8.304524481 |
| Q1 | 53.49344329 |
| median | 89.688689 |
| Q3 | 130.0991619 |
| 95-th percentile | 198.2504889 |
| Maximum | 327.7165449 |
| Range | 375.0034117 |
| Interquartile range (IQR) | 76.60571864 |
Descriptive statistics
| Standard deviation | 56.96941638 |
|---|---|
| Coefficient of variation (CV) | 0.6011622752 |
| Kurtosis | 0.1493478724 |
| Mean | 94.76545474 |
| Median Absolute Deviation (MAD) | 38.01095883 |
| Skewness | 0.5261894035 |
| Sum | 1388124.381 |
| Variance | 3245.514403 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 127 | 0.8% |
| 112.90158 | 5 | < 0.1% |
| 111.99474 | 2 | < 0.1% |
| 16.12879714 | 2 | < 0.1% |
| 112.44816 | 2 | < 0.1% |
| 61.28942914 | 2 | < 0.1% |
| 74.8143 | 2 | < 0.1% |
| 23.12442 | 2 | < 0.1% |
| 108.8208 | 2 | < 0.1% |
| 102.0195 | 2 | < 0.1% |
| Other values (14498) | 14500 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| -47.28686682 | 1 | |
| -45.34443419 | 1 | |
| -45.31072334 | 1 | |
| -42.39555711 | 1 | |
| -36.56794713 | 1 |
| Value | Count | Frequency (%) |
| 327.7165449 | 1 | |
| 310.130678 | 1 | |
| 307.0342645 | 1 | |
| 300.7618581 | 1 | |
| 300.2340833 | 1 |
| Distinct | 14639 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.255064318 |
|---|---|
| Minimum | -242.4876783 |
| Maximum | 107.6857927 |
| Zeros | 7 |
| Zeros (%) | < 0.1% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | -242.4876783 |
|---|---|
| 5-th percentile | -47.97217805 |
| Q1 | -8.232100357 |
| median | 2.000310928 |
| Q3 | 12.05119042 |
| 95-th percentile | 28.7490017 |
| Maximum | 107.6857927 |
| Range | 350.173471 |
| Interquartile range (IQR) | 20.28329078 |
Descriptive statistics
| Standard deviation | 25.01341343 |
|---|---|
| Coefficient of variation (CV) | -19.92998532 |
| Kurtosis | 8.607723311 |
| Mean | -1.255064318 |
| Median Absolute Deviation (MAD) | 10.12860308 |
| Skewness | -2.031500984 |
| Sum | -18384.18212 |
| Variance | 625.6708515 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7 | < 0.1% |
| -53.72990741 | 4 | < 0.1% |
| 10.02401086 | 1 | < 0.1% |
| 2.58033005 | 1 | < 0.1% |
| -13.68815605 | 1 | < 0.1% |
| -14.73415585 | 1 | < 0.1% |
| -20.13176973 | 1 | < 0.1% |
| 15.62799919 | 1 | < 0.1% |
| -162.7702035 | 1 | < 0.1% |
| -16.43026755 | 1 | < 0.1% |
| Other values (14629) | 14629 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| -242.4876783 | 1 | |
| -219.8568212 | 1 | |
| -218.5666727 | 1 | |
| -184.7572013 | 1 | |
| -181.8674518 | 1 |
| Value | Count | Frequency (%) |
| 107.6857927 | 1 | |
| 96.52736668 | 1 | |
| 91.30240285 | 1 | |
| 87.75340874 | 1 | |
| 87.62245463 | 1 |
| Distinct | 14643 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.277486581 |
|---|---|
| Minimum | -218.5685995 |
| Maximum | 107.0874614 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | -218.5685995 |
|---|---|
| 5-th percentile | -50.02761506 |
| Q1 | -8.074793465 |
| median | 2.145893642 |
| Q3 | 12.0203684 |
| 95-th percentile | 29.15086191 |
| Maximum | 107.0874614 |
| Range | 325.6560609 |
| Interquartile range (IQR) | 20.09516186 |
Descriptive statistics
| Standard deviation | 25.53262038 |
|---|---|
| Coefficient of variation (CV) | -19.98660554 |
| Kurtosis | 8.188142431 |
| Mean | -1.277486581 |
| Median Absolute Deviation (MAD) | 10.03345362 |
| Skewness | -2.019629517 |
| Sum | -18712.62344 |
| Variance | 651.9147034 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 6 | < 0.1% |
| 20.28665104 | 1 | < 0.1% |
| -6.163706965 | 1 | < 0.1% |
| 12.77717374 | 1 | < 0.1% |
| -13.36465059 | 1 | < 0.1% |
| 5.931276079 | 1 | < 0.1% |
| -17.33901987 | 1 | < 0.1% |
| -0.5600119717 | 1 | < 0.1% |
| 26.42935807 | 1 | < 0.1% |
| 9.724740556 | 1 | < 0.1% |
| Other values (14633) | 14633 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| -218.5685995 | 1 | |
| -205.0499002 | 1 | |
| -196.8779691 | 1 | |
| -196.3051457 | 1 | |
| -195.7511249 | 1 |
| Value | Count | Frequency (%) |
| 107.0874614 | 1 | |
| 93.61848838 | 1 | |
| 90.25563716 | 1 | |
| 86.92383206 | 1 | |
| 82.03837452 | 1 |
| Distinct | 14648 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5750242051 |
|---|---|
| Minimum | 0.05981049406 |
| Maximum | 0.9671966037 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 0.05981049406 |
|---|---|
| 5-th percentile | 0.2628552775 |
| Q1 | 0.4467219925 |
| median | 0.5863831495 |
| Q3 | 0.7134845932 |
| 95-th percentile | 0.8476628419 |
| Maximum | 0.9671966037 |
| Range | 0.9073861096 |
| Interquartile range (IQR) | 0.2667626007 |
Descriptive statistics
| Standard deviation | 0.1780393333 |
|---|---|
| Coefficient of variation (CV) | 0.3096205894 |
| Kurtosis | -0.6408765304 |
| Mean | 0.5750242051 |
| Median Absolute Deviation (MAD) | 0.1324194327 |
| Skewness | -0.2460345363 |
| Sum | 8422.954556 |
| Variance | 0.0316980042 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.6516163544 | 1 | < 0.1% |
| 0.6073419744 | 1 | < 0.1% |
| 0.5332958667 | 1 | < 0.1% |
| 0.7286681328 | 1 | < 0.1% |
| 0.7634683348 | 1 | < 0.1% |
| 0.6187851316 | 1 | < 0.1% |
| 0.5147469837 | 1 | < 0.1% |
| 0.376081639 | 1 | < 0.1% |
| 0.1729692971 | 1 | < 0.1% |
| 0.7270145108 | 1 | < 0.1% |
| Other values (14638) | 14638 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| 0.05981049406 | 1 | |
| 0.07022884764 | 1 | |
| 0.08621392691 | 1 | |
| 0.09409773263 | 1 | |
| 0.09635631354 | 1 |
| Value | Count | Frequency (%) |
| 0.9671966037 | 1 | |
| 0.9659098421 | 1 | |
| 0.9645292361 | 1 | |
| 0.9593245034 | 1 | |
| 0.9592037517 | 1 |
| Distinct | 14648 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4249757949 |
|---|---|
| Minimum | 0.03280339633 |
| Maximum | 0.9401895059 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 0.03280339633 |
|---|---|
| 5-th percentile | 0.1523371581 |
| Q1 | 0.2865154068 |
| median | 0.4136168505 |
| Q3 | 0.5532780075 |
| 95-th percentile | 0.7371447225 |
| Maximum | 0.9401895059 |
| Range | 0.9073861096 |
| Interquartile range (IQR) | 0.2667626007 |
Descriptive statistics
| Standard deviation | 0.1780393333 |
|---|---|
| Coefficient of variation (CV) | 0.4189399383 |
| Kurtosis | -0.6408765304 |
| Mean | 0.4249757949 |
| Median Absolute Deviation (MAD) | 0.1324194327 |
| Skewness | 0.2460345363 |
| Sum | 6225.045444 |
| Variance | 0.0316980042 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.5659450013 | 1 | < 0.1% |
| 0.5721044054 | 1 | < 0.1% |
| 0.2224739755 | 1 | < 0.1% |
| 0.1941181588 | 1 | < 0.1% |
| 0.5418954899 | 1 | < 0.1% |
| 0.2459715205 | 1 | < 0.1% |
| 0.405419478 | 1 | < 0.1% |
| 0.6330560327 | 1 | < 0.1% |
| 0.299958415 | 1 | < 0.1% |
| 0.2553907051 | 1 | < 0.1% |
| Other values (14638) | 14638 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| 0.03280339633 | 1 | |
| 0.03409015793 | 1 | |
| 0.03547076391 | 1 | |
| 0.04067549657 | 1 | |
| 0.04079624833 | 1 |
| Value | Count | Frequency (%) |
| 0.9401895059 | 1 | |
| 0.9297711524 | 1 | |
| 0.9137860731 | 1 | |
| 0.9059022674 | 1 | |
| 0.9036436865 | 1 |
| Distinct | 14648 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 107.8549614 |
|---|---|
| Minimum | -385.7371097 |
| Maximum | 713.6952217 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | -385.7371097 |
|---|---|
| 5-th percentile | -101.7499371 |
| Q1 | 14.71708028 |
| median | 104.8991855 |
| Q3 | 198.56109 |
| 95-th percentile | 332.0016659 |
| Maximum | 713.6952217 |
| Range | 1099.432331 |
| Interquartile range (IQR) | 183.8440097 |
Descriptive statistics
| Standard deviation | 133.2980202 |
|---|---|
| Coefficient of variation (CV) | 1.23590068 |
| Kurtosis | -0.01697591414 |
| Mean | 107.8549614 |
| Median Absolute Deviation (MAD) | 92.03637607 |
| Skewness | 0.1244690453 |
| Sum | 1579859.475 |
| Variance | 17768.3622 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 141.7820978 | 1 | < 0.1% |
| -10.33701866 | 1 | < 0.1% |
| 218.5962076 | 1 | < 0.1% |
| -43.03160809 | 1 | < 0.1% |
| 128.626511 | 1 | < 0.1% |
| 148.7399582 | 1 | < 0.1% |
| 45.18766804 | 1 | < 0.1% |
| -4.944682954 | 1 | < 0.1% |
| 251.369766 | 1 | < 0.1% |
| 163.3545686 | 1 | < 0.1% |
| Other values (14638) | 14638 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| -385.7371097 | 1 | |
| -381.0375005 | 1 | |
| -358.012052 | 1 | |
| -357.951 | 1 | |
| -337.6318929 | 1 |
| Value | Count | Frequency (%) |
| 713.6952217 | 1 | |
| 634.0379212 | 1 | |
| 628.5804832 | 1 | |
| 609.9818066 | 1 | |
| 578.5856365 | 1 |
| Distinct | 14648 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.25372126 |
|---|---|
| Minimum | -413.9716592 |
| Maximum | 605.0981794 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | -413.9716592 |
|---|---|
| 5-th percentile | -120.34873 |
| Q1 | -6.171506728 |
| median | 82.77768711 |
| Q3 | 175.6722255 |
| 95-th percentile | 310.6755068 |
| Maximum | 605.0981794 |
| Range | 1019.069839 |
| Interquartile range (IQR) | 181.8437323 |
Descriptive statistics
| Standard deviation | 131.595488 |
|---|---|
| Coefficient of variation (CV) | 1.508193417 |
| Kurtosis | -0.08514296754 |
| Mean | 87.25372126 |
| Median Absolute Deviation (MAD) | 90.71727087 |
| Skewness | 0.1677685271 |
| Sum | 1278092.509 |
| Variance | 17317.37246 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 352.7584792 | 1 | < 0.1% |
| 110.3336834 | 1 | < 0.1% |
| 259.8460121 | 1 | < 0.1% |
| 93.8707253 | 1 | < 0.1% |
| 9.814660926 | 1 | < 0.1% |
| -87.76367319 | 1 | < 0.1% |
| 49.471347 | 1 | < 0.1% |
| 301.3673503 | 1 | < 0.1% |
| -52.21271306 | 1 | < 0.1% |
| 166.9726378 | 1 | < 0.1% |
| Other values (14638) | 14638 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| -413.9716592 | 1 | |
| -351.0493358 | 1 | |
| -340.8278917 | 1 | |
| -331.0410859 | 1 | |
| -324.974319 | 1 |
| Value | Count | Frequency (%) |
| 605.0981794 | 1 | |
| 600.417397 | 1 | |
| 568.7844014 | 1 | |
| 563.9058408 | 1 | |
| 562.2972799 | 1 |
| Distinct | 14648 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.08682669 |
|---|---|
| Minimum | -46.32953303 |
| Maximum | 327.7165449 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | -46.32953303 |
|---|---|
| 5-th percentile | 10.83280508 |
| Q1 | 53.92967583 |
| median | 90.5079474 |
| Q3 | 131.832023 |
| 95-th percentile | 200.7191423 |
| Maximum | 327.7165449 |
| Range | 374.0460779 |
| Interquartile range (IQR) | 77.90234718 |
Descriptive statistics
| Standard deviation | 57.77102922 |
|---|---|
| Coefficient of variation (CV) | 0.6012377681 |
| Kurtosis | 0.1610348444 |
| Mean | 96.08682669 |
| Median Absolute Deviation (MAD) | 38.76495716 |
| Skewness | 0.5377336055 |
| Sum | 1407479.837 |
| Variance | 3337.491817 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 127.4722872 | 1 | < 0.1% |
| 93.70195356 | 1 | < 0.1% |
| 28.2380334 | 1 | < 0.1% |
| 33.6351299 | 1 | < 0.1% |
| 115.7867946 | 1 | < 0.1% |
| 53.79905648 | 1 | < 0.1% |
| 87.78745916 | 1 | < 0.1% |
| 35.10231106 | 1 | < 0.1% |
| 134.0550095 | 1 | < 0.1% |
| 263.8633588 | 1 | < 0.1% |
| Other values (14638) | 14638 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| -46.32953303 | 1 | |
| -46.17567085 | 1 | |
| -45.58258079 | 1 | |
| -45.34443419 | 1 | |
| -45.31072334 | 1 |
| Value | Count | Frequency (%) |
| 327.7165449 | 1 | |
| 317.472758 | 1 | |
| 310.130678 | 1 | |
| 307.0342645 | 1 | |
| 306.8441324 | 1 |
| Distinct | 14648 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.0142814 |
|---|---|
| Minimum | -53.77891723 |
| Maximum | 329.5627157 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | -53.77891723 |
|---|---|
| 5-th percentile | 9.23289783 |
| Q1 | 52.35154519 |
| median | 88.75857522 |
| Q3 | 129.9368506 |
| 95-th percentile | 197.5245344 |
| Maximum | 329.5627157 |
| Range | 383.341633 |
| Interquartile range (IQR) | 77.58530541 |
Descriptive statistics
| Standard deviation | 57.17103537 |
|---|---|
| Coefficient of variation (CV) | 0.6081101139 |
| Kurtosis | 0.1215686197 |
| Mean | 94.0142814 |
| Median Absolute Deviation (MAD) | 38.34189743 |
| Skewness | 0.5221166763 |
| Sum | 1377121.194 |
| Variance | 3268.527285 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 189.1237833 | 1 | < 0.1% |
| 76.11507985 | 1 | < 0.1% |
| 25.67927302 | 1 | < 0.1% |
| 61.38663408 | 1 | < 0.1% |
| 46.69021571 | 1 | < 0.1% |
| 88.10079053 | 1 | < 0.1% |
| 132.5402673 | 1 | < 0.1% |
| 151.8607871 | 1 | < 0.1% |
| 68.63973446 | 1 | < 0.1% |
| 62.96326655 | 1 | < 0.1% |
| Other values (14638) | 14638 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| -53.77891723 | 1 | |
| -47.28686682 | 1 | |
| -46.72090776 | 1 | |
| -44.9854437 | 1 | |
| -44.16826559 | 1 |
| Value | Count | Frequency (%) |
| 329.5627157 | 1 | |
| 313.8283835 | 1 | |
| 308.762381 | 1 | |
| 305.2544619 | 1 | |
| 303.4066509 | 1 |
| Distinct | 14648 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1504.174053 |
|---|---|
| Minimum | 1164.327676 |
| Maximum | 1814.366226 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 1164.327676 |
|---|---|
| 5-th percentile | 1334.094904 |
| Q1 | 1432.405966 |
| median | 1505.163207 |
| Q3 | 1578.430253 |
| 95-th percentile | 1670.188472 |
| Maximum | 1814.366226 |
| Range | 650.0385505 |
| Interquartile range (IQR) | 146.0242875 |
Descriptive statistics
| Standard deviation | 102.6279434 |
|---|---|
| Coefficient of variation (CV) | 0.06822876858 |
| Kurtosis | -0.3895373628 |
| Mean | 1504.174053 |
| Median Absolute Deviation (MAD) | 73.06363961 |
| Skewness | -0.07067251212 |
| Sum | 22033141.53 |
| Variance | 10532.49476 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1436.327514 | 1 | < 0.1% |
| 1488.278009 | 1 | < 0.1% |
| 1439.357114 | 1 | < 0.1% |
| 1557.752015 | 1 | < 0.1% |
| 1565.788688 | 1 | < 0.1% |
| 1433.67435 | 1 | < 0.1% |
| 1303.064795 | 1 | < 0.1% |
| 1302.272149 | 1 | < 0.1% |
| 1497.549277 | 1 | < 0.1% |
| 1531.259799 | 1 | < 0.1% |
| Other values (14638) | 14638 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| 1164.327676 | 1 | |
| 1165.281244 | 1 | |
| 1171.971131 | 1 | |
| 1172.761385 | 1 | |
| 1176.416294 | 1 |
| Value | Count | Frequency (%) |
| 1814.366226 | 1 | |
| 1806.39016 | 1 | |
| 1795.514049 | 1 | |
| 1793.913721 | 1 | |
| 1792.062223 | 1 |
| Distinct | 14648 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1502.784516 |
|---|---|
| Minimum | 1149.699743 |
| Maximum | 1806.22359 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 1149.699743 |
|---|---|
| 5-th percentile | 1332.247478 |
| Q1 | 1431.987497 |
| median | 1505.105619 |
| Q3 | 1575.017243 |
| 95-th percentile | 1664.711202 |
| Maximum | 1806.22359 |
| Range | 656.5238466 |
| Interquartile range (IQR) | 143.0297462 |
Descriptive statistics
| Standard deviation | 101.1324172 |
|---|---|
| Coefficient of variation (CV) | 0.06729668569 |
| Kurtosis | -0.3489191374 |
| Mean | 1502.784516 |
| Median Absolute Deviation (MAD) | 71.53567995 |
| Skewness | -0.107955453 |
| Sum | 22012787.59 |
| Variance | 10227.76581 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1505.391056 | 1 | < 0.1% |
| 1616.624459 | 1 | < 0.1% |
| 1601.517234 | 1 | < 0.1% |
| 1345.764546 | 1 | < 0.1% |
| 1353.471628 | 1 | < 0.1% |
| 1527.350175 | 1 | < 0.1% |
| 1495.428043 | 1 | < 0.1% |
| 1579.797852 | 1 | < 0.1% |
| 1328.817956 | 1 | < 0.1% |
| 1656.14034 | 1 | < 0.1% |
| Other values (14638) | 14638 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| 1149.699743 | 1 | |
| 1152.474651 | 1 | |
| 1162.565068 | 1 | |
| 1178.619045 | 1 | |
| 1181.14977 | 1 |
| Value | Count | Frequency (%) |
| 1806.22359 | 1 | |
| 1800.256592 | 1 | |
| 1798.835806 | 1 | |
| 1789.874163 | 1 | |
| 1789.559906 | 1 |
| Distinct | 68 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.61778703 |
|---|---|
| Minimum | 0 |
| Maximum | 72 |
| Zeros | 552 |
| Zeros (%) | 3.3% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 14 |
| median | 21 |
| Q3 | 28 |
| 95-th percentile | 41 |
| Maximum | 72 |
| Range | 72 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 11.25187244 |
|---|---|
| Coefficient of variation (CV) | 0.5204914092 |
| Kurtosis | 0.002351717958 |
| Mean | 21.61778703 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.3436779558 |
| Sum | 363395 |
| Variance | 126.6046333 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 17 | 1125 | 6.7% |
| 20 | 1070 | 6.4% |
| 24 | 1066 | 6.3% |
| 27 | 895 | 5.3% |
| 14 | 891 | 5.3% |
| 10 | 804 | 4.8% |
| 7 | 778 | 4.6% |
| 21 | 753 | 4.5% |
| 13 | 750 | 4.5% |
| 31 | 694 | 4.1% |
| Other values (58) | 7984 |
| Value | Count | Frequency (%) |
| 0 | 552 | |
| 2 | 19 | 0.1% |
| 3 | 345 | |
| 4 | 1 | < 0.1% |
| 5 | 10 | 0.1% |
| Value | Count | Frequency (%) |
| 72 | 1 | |
| 70 | 1 | |
| 66 | 1 | |
| 65 | 1 | |
| 64 | 1 |
| Distinct | 63 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.74301011 |
|---|---|
| Minimum | 0 |
| Maximum | 73 |
| Zeros | 967 |
| Zeros (%) | 5.8% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| median | 17 |
| Q3 | 26 |
| 95-th percentile | 38 |
| Maximum | 73 |
| Range | 73 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 10.81629853 |
|---|---|
| Coefficient of variation (CV) | 0.5770843884 |
| Kurtosis | -0.1140888874 |
| Mean | 18.74301011 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.3608495157 |
| Sum | 315070 |
| Variance | 116.9923139 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 17 | 1256 | 7.5% |
| 10 | 1081 | 6.4% |
| 7 | 1074 | 6.4% |
| 14 | 1070 | 6.4% |
| 0 | 967 | 5.8% |
| 24 | 967 | 5.8% |
| 20 | 937 | 5.6% |
| 21 | 844 | 5.0% |
| 13 | 835 | 5.0% |
| 27 | 691 | 4.1% |
| Other values (53) | 7088 |
| Value | Count | Frequency (%) |
| 0 | 967 | |
| 2 | 18 | 0.1% |
| 3 | 568 | |
| 5 | 10 | 0.1% |
| 6 | 473 |
| Value | Count | Frequency (%) |
| 73 | 1 | |
| 66 | 1 | |
| 65 | 1 | |
| 63 | 2 | |
| 62 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| date | season | neutral | playoff | team1 | team2 | elo1_pre | elo2_pre | elo_prob1 | elo_prob2 | elo1_post | elo2_post | qbelo1_pre | qbelo2_pre | qb1 | qb2 | qb1_value_pre | qb2_value_pre | qb1_adj | qb2_adj | qbelo_prob1 | qbelo_prob2 | qb1_game_value | qb2_game_value | qb1_value_post | qb2_value_post | qbelo1_post | qbelo2_post | score1 | score2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1920-09-26 | 1920 | 0 | NaN | RII | STP | 1503.947 | 1300.000 | 0.824651 | 0.175349 | 1516.108 | 1287.838 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 48 | 0 |
| 1 | 1920-10-03 | 1920 | 0 | NaN | CBD | PTQ | 1504.688 | 1300.000 | 0.825267 | 0.174733 | 1516.803 | 1287.885 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 48 | 0 |
| 2 | 1920-10-03 | 1920 | 0 | NaN | CHI | MUT | 1368.333 | 1300.000 | 0.682986 | 0.317014 | 1386.533 | 1281.800 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 20 | 0 |
| 3 | 1920-10-03 | 1920 | 0 | NaN | RII | MUN | 1516.108 | 1478.004 | 0.644171 | 0.355829 | 1542.135 | 1451.977 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 45 | 0 |
| 4 | 1920-10-03 | 1920 | 0 | NaN | DAY | COL | 1493.002 | 1504.908 | 0.575819 | 0.424181 | 1515.434 | 1482.475 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 14 | 0 |
| 5 | 1920-10-03 | 1920 | 0 | NaN | RCH | ABU | 1503.420 | 1300.000 | 0.824212 | 0.175788 | 1510.934 | 1292.486 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 10 | 0 |
| 6 | 1920-10-03 | 1920 | 0 | NaN | BFF | WBU | 1478.004 | 1300.000 | 0.802000 | 0.198000 | 1489.757 | 1288.247 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 32 | 6 |
| 7 | 1920-10-03 | 1920 | 0 | NaN | AKR | WHE | 1503.420 | 1300.000 | 0.824212 | 0.175788 | 1515.278 | 1288.142 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 43 | 0 |
| 8 | 1920-10-10 | 1920 | 0 | NaN | RII | HAM | 1542.135 | 1444.259 | 0.718613 | 0.281387 | 1559.405 | 1426.990 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 26 | 0 |
| 9 | 1920-10-10 | 1920 | 0 | NaN | RCH | FTP | 1510.934 | 1300.000 | 0.830391 | 0.169609 | 1523.607 | 1287.327 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 66 | 0 |
Last rows
| date | season | neutral | playoff | team1 | team2 | elo1_pre | elo2_pre | elo_prob1 | elo_prob2 | elo1_post | elo2_post | qbelo1_pre | qbelo2_pre | qb1 | qb2 | qb1_value_pre | qb2_value_pre | qb1_adj | qb2_adj | qbelo_prob1 | qbelo_prob2 | qb1_game_value | qb2_game_value | qb1_value_post | qb2_value_post | qbelo1_post | qbelo2_post | score1 | score2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 16800 | 2021-01-10 | 2020 | 0 | w | TEN | BAL | 1599.076599 | 1654.215004 | 0.514188 | 0.485812 | 1577.595826 | 1675.695777 | 1571.696393 | 1651.052726 | Ryan Tannehill | Lamar Jackson | 216.955557 | 249.565673 | 13.788832 | 13.149588 | 0.425714 | 0.574286 | 125.204096 | 185.761196 | 207.780411 | 243.185225 | 1554.400295 | 1668.348824 | 13 | 20 |
| 16801 | 2021-01-10 | 2020 | 0 | w | NO | CHI | 1695.683599 | 1500.118465 | 0.817565 | 0.182435 | 1704.051294 | 1491.750770 | 1730.534638 | 1497.160456 | Drew Brees | Mitchell Trubisky | 222.286925 | 164.839331 | -0.486265 | 18.324404 | 0.849820 | 0.150180 | 267.126273 | 200.161549 | 226.770860 | 168.371552 | 1737.311296 | 1490.383798 | 21 | 9 |
| 16802 | 2021-01-10 | 2020 | 0 | w | PIT | CLE | 1572.161442 | 1516.981769 | 0.666369 | 0.333631 | 1537.130486 | 1552.012725 | 1578.445722 | 1536.927531 | Ben Roethlisberger | Baker Mayfield | 204.930263 | 164.489312 | 8.898918 | 13.347869 | 0.619443 | 0.380557 | 345.501015 | 346.773860 | 218.987338 | 182.717766 | 1546.428911 | 1568.944343 | 37 | 48 |
| 16803 | 2021-01-16 | 2020 | 0 | d | GB | LAR | 1700.226062 | 1620.498535 | 0.697014 | 0.302986 | 1715.623187 | 1605.101409 | 1674.786093 | 1633.700632 | Aaron Rodgers | Jared Goff | 266.649955 | 161.674529 | 28.306986 | 4.218816 | 0.710875 | 0.289125 | 366.690032 | 126.791750 | 276.653962 | 158.186251 | 1689.406792 | 1619.079933 | 32 | 18 |
| 16804 | 2021-01-16 | 2020 | 0 | d | BUF | BAL | 1700.538009 | 1675.695777 | 0.626487 | 0.373513 | 1719.974149 | 1656.259637 | 1688.252986 | 1668.348824 | Josh Allen | Lamar Jackson | 289.086698 | 243.185225 | 46.785285 | 9.301885 | 0.652886 | 0.347114 | 131.120182 | 12.093747 | 273.290046 | 220.076077 | 1706.159766 | 1650.442044 | 17 | 3 |
| 16805 | 2021-01-17 | 2020 | 0 | d | KC | CLE | 1712.652090 | 1552.012725 | 0.785647 | 0.214353 | 1719.618921 | 1545.045894 | 1711.217029 | 1568.944343 | Patrick Mahomes | Baker Mayfield | 273.850726 | 182.717766 | 10.481296 | 21.794703 | 0.789927 | 0.210073 | 252.952255 | 107.241204 | 271.760879 | 175.170110 | 1718.032247 | 1562.129125 | 22 | 17 |
| 16806 | 2021-01-17 | 2020 | 0 | d | NO | TB | 1704.051294 | 1645.074008 | 0.671212 | 0.328788 | 1669.939047 | 1679.186255 | 1737.311296 | 1624.424406 | Drew Brees | Tom Brady | 226.770860 | 221.777906 | 1.780016 | 22.859835 | 0.705859 | 0.294141 | -58.497561 | 221.469763 | 198.244018 | 221.747091 | 1700.946212 | 1660.789489 | 20 | 30 |
| 16807 | 2021-01-24 | 2020 | 0 | c | GB | TB | 1715.623187 | 1679.186255 | 0.641968 | 0.358032 | 1691.506146 | 1703.303296 | 1689.406792 | 1660.789489 | Aaron Rodgers | Tom Brady | 276.653962 | 221.747091 | 31.893640 | 21.701436 | 0.629191 | 0.370809 | 198.493608 | 121.078453 | 268.837927 | 211.680227 | 1665.877222 | 1684.319058 | 26 | 31 |
| 16808 | 2021-01-24 | 2020 | 0 | c | KC | BUF | 1719.618921 | 1719.974149 | 0.591972 | 0.408028 | 1741.087279 | 1698.505791 | 1718.032247 | 1706.159766 | Patrick Mahomes | Josh Allen | 271.760879 | 273.290046 | 8.912308 | 36.547695 | 0.535637 | 0.464363 | 376.765350 | 241.765435 | 282.261326 | 270.137585 | 1742.902172 | 1681.289840 | 38 | 24 |
| 16809 | 2021-02-07 | 2020 | 1 | s | TB | KC | 1703.303296 | 1741.087279 | 0.539087 | 0.460913 | 1731.853895 | 1712.536681 | 1684.319058 | 1742.902172 | Tom Brady | Patrick Mahomes | 211.680227 | 282.261326 | 15.582933 | 13.716916 | 0.466206 | 0.533794 | 228.983454 | -4.844781 | 213.410550 | 253.550716 | 1718.154941 | 1709.066290 | 31 | 9 |